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Tianwen Qian (钱天文)

Ph.D. Student in Fudan University

About Me

I'm currently a Ph.D. student major in computer application technology at FVL Lab, Fudan University. And i'm very lucky to be co-supervised by Prof. Yu-Gang Jiang and Prof. Jingjing Chen. Before this, I got my Bachelor degree from Dalian University of Technology in 2019. My research interest is focused on Vision-Language Learning, especially Visual Question Answering. In addition, i also delve into some autonoumous driving related topics, such as 3D object detection, lane detection, stereo depth estimation.

Publications
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NuScenes-QA: A Multi-modal Visual Question Answering Benchmark for Autonomous Driving Scenario

Tianwen Qian, Jingjing Chen, Linhai Zhuo, Yang Jiao, Yu-Gang Jiang

AAAI, 2024.

[PDF] [Code]
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Locate before Answering: Answer Guided Question Localization for Video Question Answering

Tianwen Qian, Ran Cui, Jingjing Chen, Pai Peng, Xiaowei Guo, Yu-Gang Jiang

IEEE Transactions on Multimedia (TMM), 2023.

[PDF]
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Video Moment Retrieval from Text Queries via Single Frame Annotation

Ran Cui*, Tianwen Qian*, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, Yu-Gang Jiang

* indicates equal contribution.

ACM SIGIR, 2022.

[PDF] [Code]
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Scene Graph Refinement Network for Visual Question Answering

Tianwen Qian, Jingjing Chen, Shaoxiang Chen, Bo Wu, Yu-Gang Jiang

IEEE Transactions on Multimedia (TMM), 2022.

[PDF]
Experiences
Bilibili AI-Lab
Shanghai, China
Jun. 2021 – Jun. 2022
Research intern with the topic of Multimodal Learning, Large-scale Video Pre-training, Video Localization.
Dalian University of Technology
Dalian, Liaoning, China
Sep. 2018 – Jun. 2019
Research assistant of the Smart Ocean Lab with the topic of visual obstacle avoidance for unmanned ships.
Academic Services
Conference Reviewer for ACM MM 2023 / ECCV 2022 / CVPR 2022.
Journal Reviewer for TMM / ToMM / PR / Neurocomputing.